Autor:	Kamatsuka, Akira, Yoshida, Takahiro, Kazama, Koki, Matsushima, Toshiyasu
Rok vydání:	2022
Předmět:	Computer Science - Information Theory
Druh dokumentu:	Working Paper
Popis:	We propose an algorithm for computing Stratonovich's value of information (VoI) that can be regarded as an analogue of the distortion-rate function. We construct an alternating optimization algorithm for VoI under a general information leakage constraint and derive a convergence condition. Furthermore, we discuss algorithms for computing VoI under specific information leakage constraints, such as Shannon's mutual information (MI), $f$-leakage, Arimoto's MI, Sibson's MI, and Csiszar's MI.
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2205.02778 Zobrazit plný text záznamu View this record from Arxiv